Method

Evidence first

We separate verifiable facts from promotional claims and record the source behind each material statement.

Commercial clarity

One-time commissions, recurring commissions, prices, and potential returns are presented as separate concepts.

Human approval

Research can run automatically, but publication requires an explicit owner decision.